PPaperPicks

Jia Wu

Macquarie University, Sydney, Australia

39 papers at tracked venues · 20 at CORE A* · active 2024–2026

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Venues

WWW ×11IJCAI ×7AAAI ×3ICDM ×3WSDM ×3ACL ×2EMNLP ×2SIGKDD ×2CIKM ×1EDBT ×1ICDE ×1MICCAI ×1SDM ×1SIGIR ×1

Frequent coauthors

Kun Li
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Zitai Qiu
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Rongwei Xu
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Chuang Liu
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Zhenyu Yang
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Congbo Ma
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Nasrin Shabani
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Xuexiong Luo
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Xiaoxiao Ma
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Syed Shafat Ali
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Yuzhe Chen
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Yongsheng Yu
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Papers

  1. Adaptive and Reinforcement-Guided Contrastive Hypergraph Distillation
    WSDM 2026 ·
    Rongwei Xu
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  2. Can Molecular Evolution Mechanism Enhance Molecular Representation?
    AAAI 2026 ·
    Kun Li
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  3. Generalized Local Prominence for Source Detection in Real-World Rumor Networks (Extended Abstract)
    ICDE 2026 ·
    Syed Shafat Ali
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  4. Hi-GMAE: Hierarchical Graph Masked Autoencoders
    WWW 2026 ·
    Chuang Liu
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  5. LHG: LLM-enhanced and Heterogeneous Graph-induced for Unsupervised Social Event Detection
    WWW 2026 ·
    Zitai Qiu
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  6. MARCH: Multi-Teacher Contrastive Hypergraph Distillation
    WWW 2026 ·
    Rongwei Xu
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  7. Modeling Endogenous Logic: Causal Neuro-Symbolic Reasoning Model for Explainable Multi-Behavior Recommendation
    WWW 2026 ·
    Yuzhe Chen
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  8. PIGCN: Physics-Inspired Graph Convolution Networks for Heterogeneous Social Event Detection
    WWW 2026 ·
    Yongsheng Yu
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  9. Revisiting Graph-Level Anomaly Detection: From Partially to Fully Unsupervised Learning
    WWW 2026 ·
    Zhenyu Yang
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  10. Sequence-Free for Compound Protein Interaction Prediction
    AAAI 2026 ·
    Hongzhi Zhang
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  11. A Multiagent-based Framework on RoboCup Simulation System for Enhancing Rescue Operation during Dynamic Disaster Environments
    WWW 2025 ·
    Qihua Lyu
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  12. Adaptive User Dynamic Interest Guidance for Generative Sequential Recommendation
    SIGIR 2025 ·
    Kai Zhu
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  13. Adversarial Attacks Against Automated Fact-Checking: A Survey
    EMNLP 2025 ·
    Fanzhen Liu
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  14. Antibody Design and Optimization with Multi-scale Equivariant Graph Diffusion Models for Accurate Complex Antigen Binding
    IJCAI 2025 ·
    Jiameng Chen
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  15. Conformal Graph-level Out-of-distribution Detection with Adaptive Data Augmentation
    WWW 2025 ·
    Xixun Lin
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  16. Domain-Level Disentanglement Framework Based on Information Enhancement for Cross-Domain Cold-Start Recommendation
    AAAI 2025 ·
    Nian Rong
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  17. Enhanced Social Event Detection through Dynamically Weighted Meta-Paths Modeling
    WWW 2025 ·
    Congbo Ma
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  18. Explicit and Implicit Data Augmentation for Social Event Detection
    ACL 2025 ·
    Congbo Ma
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  19. Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph
    IJCAI 2025 ·
    Yuxiang Wang
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  20. Global Interpretable Graph-level Anomaly Detection via Prototype
    SIGKDD 2025 ·
    Zhenyu Yang
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  21. Hierarchical Superpixel Segmentation via Structural Information Theory
    SDM 2025 ·
    Minhui Xie
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  22. STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation
    IJCAI 2025 ·
    Yiming Wang
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  23. STGS: Spatio-temporal Graph Sparsification Using Reinforcement Learning
    CIKM 2025 ·
    Nasrin Shabani
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  24. Self-supervised Time-aware Heterogeneous Hypergraph Learning for Dynamic Graph-level Classification
    WSDM 2025 ·
    Malik Khizar Hayat
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  25. Text is All You Need: LLM-enhanced Incremental Social Event Detection
    ACL 2025 ·
    Zitai Qiu
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  26. An Efficient Automatic Meta-Path Selection for Social Event Detection via Hyperbolic Space
    WWW 2024 ·
    Zitai Qiu
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  27. An Interpretable Brain Graph Contrastive Learning Framework for Brain Disorder Analysis
    WSDM 2024 ·
    Xuexiong Luo
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  28. Contrastive Learning Drug Response Models from Natural Language Supervision
    IJCAI 2024 ·
    Kun Li
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  29. Counterfactual Brain Graph Augmentation Guided Bi-Level Contrastive Learning for Disorder Analysis
    ICDM 2024 ·
    Guangwei Dong
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  30. Debunking Fake News in Online Social Networks Without Text Analysis
    ICDM 2024 ·
    Xing Su
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  31. Distributionally-Adaptive Variational Meta Learning for Brain Graph Classification
    MICCAI 2024 ·
    Jing Du
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  32. Graph Anomaly Detection with Few Labels: A Data-Centric Approach
    SIGKDD 2024 ·
    Xiaoxiao Ma
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  33. Graph Neural Networks for Brain Graph Learning: A Survey
    IJCAI 2024 ·
    Xuexiong Luo
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  34. GraphSUM: Scalable Graph Summarization for Efficient Question Answering
    EDBT 2024 ·
    Nasrin Shabani
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  35. Heterogeneous Subgraph Transformer for Fake News Detection
    WWW 2024 ·
    Yuchen Zhang
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  36. On Fake News Detection with LLM Enhanced Semantics Mining
    EMNLP 2024 ·
    Xiaoxiao Ma
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  37. TROPICAL: Transformer-Based Hypergraph Learning for Camouflaged Fraudster Detection
    ICDM 2024 ·
    Venus Haghighi
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  38. Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders
    IJCAI 2024 ·
    Chuang Liu
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  39. Zero-shot Learning for Preclinical Drug Screening
    IJCAI 2024 ·
    Kun Li
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